In person voting at the voting booth is without any doubt more secure. For something so important like voting I would only use the most secure option.
I live in a country with only voting at the voting booth and I am perfectly happy with it!
In addition to this, the fact that you are not aware of voting fraud does not mean it does not happen. That's why it's important to care about potential voting fraud.